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Query Fan-Out Analyzer

The Query Fan-Out Analyzer shows what AI search engines do behind the curtain: when someone asks a complex question, the engine breaks it into multiple sub-searches before composing its answer. Enter a query, see the decomposition. Free, no signup required.

Use it at storymint.id/tools.

How to use it

Section titled “How to use it”
  1. Enter a question your audience would ask an AI assistant.
  2. Review the sub-queries the engine would generate.
  3. Check your content against the list: every sub-query you don’t cover is a reason the AI cites someone else.

Why fan-out matters for AI visibility

Section titled “Why fan-out matters for AI visibility”

AI assistants don’t pick sources for the headline question — they assemble answers from sources that cover the sub-questions. A page that answers “best serviced apartments in Singapore” but ignores pricing, neighborhoods, and family policies loses the citation to pages that cover them. Fan-out analysis turns “write about topic X” into a concrete coverage checklist.

Going further with a campaign

Section titled “Going further with a campaign”

The campaign version — Query Fan-Out under AI Search — keeps your analysis history and generates content briefs for each sub-query opportunity, feeding straight into the Content Writer.